Text variables

DSS has various ways to handle text variables:

• Count vectorization
• TF/IDF vectorization
• Hashing trick (producing sparse matrices)
• Hashing trick + Truncated SVD (producing smaller dense matrices for algorithms that do not support sparse matrices)
• Custom

For the specific case of deep learning, see text features in deep-learning models